Soft Sensors

A soft sensor open-source methodology for inexpensive monitoring of water quality: A case study of NO₃⁻ concentrations

This study integrates soft sensors with Kafka-ML to predict NO₃⁻ levels in real time, enhancing low-cost IoT-based water monitoring and pollution control.